iOn-Profiler: Intelligent Online Multi-Objective VNF Profiling With Reinforcement Learning
X Vasilakos, S Moazzeni, A Bravalheri… - … on Network and …, 2024 - ieeexplore.ieee.org
Leveraging the potential of Virtualised Network Functions (VNFs) requires a clear
understanding of the link between resource consumption and performance. The current …
understanding of the link between resource consumption and performance. The current …
Task Offloading Scheme for Survivability Guarantee Based on Traffic Prediction in 6G Edge Networks
With the development of sixth-generation (6G) mobile networks, the rise of emerging
intelligent services has led to a huge increase in traffic. As an important technology to …
intelligent services has led to a huge increase in traffic. As an important technology to …
iOn-Profiler: intelligent Online multi-objective VNF Profiling with Reinforcement Learning
X Vasilakos, S Moazzeni, A Bravalheri… - arXiv preprint arXiv …, 2023 - arxiv.org
Leveraging the potential of Virtualised Network Functions (VNFs) requires a clear
understanding of the link between resource consumption and performance. The current …
understanding of the link between resource consumption and performance. The current …
Federated Transfer Component Analysis Towards Effective VNF Profiling
The increasing concerns of knowledge transfer and data privacy challenge the traditional
gather-and-analyse paradigm in networks. Specifically, the intelligent orchestration of Virtual …
gather-and-analyse paradigm in networks. Specifically, the intelligent orchestration of Virtual …